{
 "cells": [
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "#### 三维情况下，球坐标系中复杂介质的走时场 及 射线追踪"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 1,
   "metadata": {},
   "outputs": [],
   "source": [
    "import pyfmm\n",
    "import numpy as np\n",
    "import matplotlib.pyplot as plt"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 2,
   "metadata": {},
   "outputs": [],
   "source": [
    "# 三维情况\n",
    "rarr = np.arange(20, 50, 0.2)\n",
    "tarr = np.deg2rad(np.arange(-90, 90, 0.5))\n",
    "parr = np.deg2rad(np.arange(0, 5, 0.5))\n",
    "\n",
    "# 慢度场\n",
    "slw  = np.ones((len(rarr), len(tarr), len(parr)), dtype='f')\n",
    "\n",
    "# 随意添加一些异常\n",
    "slw -= 0.3*np.cos(3*tarr)[None,:,None]*np.sin(5*(rarr - np.min(rarr))/(np.max(rarr) - np.min(rarr)))[:,None,None]\n",
    "\n"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 3,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "<matplotlib.colorbar.Colorbar at 0x7fc6d7882e00>"
      ]
     },
     "execution_count": 3,
     "metadata": {},
     "output_type": "execute_result"
    },
    {
     "data": {
      "image/png": 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",
      "text/plain": [
       "<Figure size 640x480 with 2 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "# 慢度分布\n",
    "fig, ax = plt.subplots(1, 1, subplot_kw=dict(projection='polar'))\n",
    "pcm = ax.pcolormesh(tarr, rarr, slw[:, :, 6])\n",
    "ax.set_thetalim([-np.pi/2, np.pi/2])\n",
    "ax.set_rorigin(0.0)\n",
    "fig.colorbar(pcm)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 4,
   "metadata": {},
   "outputs": [],
   "source": [
    "srcloc = [45, np.deg2rad(80.0), np.deg2rad(2.0)]\n",
    "\n",
    "# FMM解\n",
    "TT = pyfmm.travel_time_source(\n",
    "    srcloc,\n",
    "    rarr, tarr, parr, slw, sphcoord=True)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 5,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "traveltime=101.231\n"
     ]
    }
   ],
   "source": [
    "# 射线追踪\n",
    "rcvloc = [45, np.deg2rad(-88.0), np.deg2rad(4.0)]\n",
    "\n",
    "travt, rays = pyfmm.raytracing(\n",
    "    TT, srcloc, rcvloc, rarr, tarr, parr, 0.1, sphcoord=True)\n",
    "print(f\"traveltime={travt:.3f}\")"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 6,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "[<matplotlib.lines.Line2D at 0x7fc6d54ae8c0>]"
      ]
     },
     "execution_count": 6,
     "metadata": {},
     "output_type": "execute_result"
    },
    {
     "data": {
      "image/png": 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",
      "text/plain": [
       "<Figure size 640x480 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "# 设置phi方向的索引，观察对应切片 \n",
    "idx = 4\n",
    "fig, ax = plt.subplots(1, 1, subplot_kw=dict(projection='polar'))\n",
    "cs = ax.contour(tarr, rarr, TT[:, :, idx], levels=30, linewidths=0.5)\n",
    "ax.set_thetalim([-np.pi/2, np.pi/2])\n",
    "ax.set_rorigin(0.0)\n",
    "ax.clabel(cs)\n",
    "\n",
    "ax.plot(rays[:,1], rays[:,0], c='r', lw=0.8)\n"
   ]
  }
 ],
 "metadata": {
  "kernelspec": {
   "display_name": "py310",
   "language": "python",
   "name": "python3"
  },
  "language_info": {
   "codemirror_mode": {
    "name": "ipython",
    "version": 3
   },
   "file_extension": ".py",
   "mimetype": "text/x-python",
   "name": "python",
   "nbconvert_exporter": "python",
   "pygments_lexer": "ipython3",
   "version": "3.10.14"
  }
 },
 "nbformat": 4,
 "nbformat_minor": 2
}
